Regularized Supervised Distance Preserving Projections for Short-Text Classification. - Alisson S. C. Alencar; João Paulo Pordeus Gomes; Amauri H. de Souza; Livio A. M. Freire; José Wellington Franco da Silva; Rossana M. C. Andrade; Miguel F. de Castro (BRACIS, 2014)

MLM-rank: A Ranking Algorithm Based on the Minimal Learning Machine. - Alisson S. C. Alencar; Weslley L. Caldas; João Paulo Pordeus Gomes; Amauri H. de Souza; Paulo A. C. Aguilar; Cristiano Rodrigues; Wellington Franco; Miguel F. de Castro; Rossana M. C. Andrade (BRACIS, 2015)

A new pruning method for extreme learning machines via genetic algorithms. - Alisson S. C. Alencar; Ajalmar R. da Rocha Neto; João Paulo Pordeus Gomes (Appl. Soft Comput., 2016)

Minimal Learning Machine for Interval-Valued Data. - Diego Farias de Oliveira; Nykolas Mayko Maia Barbosa; Alisson Sampaio Carvalho de Alencar; João Paulo Pordeus Gomes; Leonardo Ramos Rodrigues (BRACIS, 2018)

Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection. - Joonas Hämäläinen; Alisson S. C. Alencar; Tommi Kärkkäinen; César L. C. Mattos; Amauri H. Souza Júnior; João P. P. Gomes (CoRR, 2019)

Bayesian Multilateration. - Alisson S. C. Alencar; César L. C. Mattos; João P. P. Gomes; Diego Mesquita (IEEE Signal Process. Lett., 2022)